Gaussian processes for probabilistic estimates of earthquake ground shaking: a 1-D proof-of-concept

Estimates of seismic wave speeds in the Earth (seismic velocity models) are key input parameters to earthquake simulations for ground motion prediction. Owing to the non-uniqueness of the seismic inverse problem, typically many velocity models exist for any given region. The arbitrary choice of whic...

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Bibliographic Details
Main Authors: Scivier, SA, Nissen-Meyer, T, Koelemeijer, P, Baydin, AG
Format: Conference item
Language:English
Published: 2024